R Observatory: Metrics for multinma version 0.9.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

multinma

0.9.1

Bayesian Network Meta-Analysis of Individual and Aggregate Data

0packages depend

16.4Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by David M. PhillippoFirst published 2020-06-3018 releasesCRAN page ↗GitHub ↗

Network meta-analysis and network meta-regression models for aggregate data, individual patient data, and mixtures of both individual and aggregate data using multilevel network meta-regression as described by Phillippo et al. (2020) doi:10.1111/rssa.12579. Models are estimated in a Bayesian framework using 'Stan'.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("multinma", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("dmphillippo/multinma")

Development version from dmphillippo/multinma. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-multinma

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-multinma

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-multinma

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 45.7 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.97

not tracked

Coverage

100%

Documentation · exports

26

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-07-29
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-07-27
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 4 earlier snapshots

ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-04-25
12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-17
10 OK · 3 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-03-10
11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 534 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

Examples that run: 97%
Documented parameters: 86%
Return-value docs: 97%
References docs: 26%

Downloads

16.4K

CRAN downloads in the past year

Rank #3,303 · ~45/day · ~1.4K/mo

Releases R versions

Daily download trend is not available in this view yet.

84630 days

3.3K90 days

16.4K1 year

Compare downloads with other packages →

Also on738 r2u15 autocran59 c2d4u

Repository

GitHub ↗ dmphillippo/multinma

46Stars

26Forks

13Open issues

4Open PRs

20Releases

2,571Commits

8Contributors

rr-packager-statsstatistics

2,571 commits · Last activity 2026-08-17 · 0% stars, 30d

Stars over time

2025-07-26 · 392026-07-07 · 46

Repository practices

Upstream repositoryBeta

7 development-tooling and community-health practices detected across 7 families in the upstream repository

Checks run against github.com/dmphillippo/multinma on 2026-08-16.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

Show all practices

Research and citation (1)

CITATION.cff

Lint, format, editor (1)

RStudio project

Coverage (1)

Codecov

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

41 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.4.0

Imports (26)

methodsstatsgraphicssurvivalRcpp RcppParallel rstan rstantools (>= 2.0.0)Rdpack tibble dplyr rlang purrr forcats glue randtoolbox copula tidyr (>= 1.0.0)stringrMatrixigraph ggraph ggplot2 ggdist truncdist bayesplot

LinkingTo (6)

BH Rcpp RcppEigen RcppParallel rstan StanHeaders (>= 2.32.9)

Suggests (15)

testthat vdiffr withr knitr rmarkdownparallelR.rsp rprojroot loo crayon tidygraph pkgdown splines2 flexsurv rstpm2

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (3)

Maintainer (1)

David M. Phillippo

Author, Maintainer

Authors (1)

David M. Phillippo

Author, Maintainer

Contributors (2)

Niels Dunnewind

Contributor · added in 0.9.0

Samuel J. Perren

Contributor

Listed in earlier versions (2)

Phillippo

no longer listed · 0.1.3 to 0.9.1

Perren

no longer listed · 0.8.0 to 0.9.1

Package Timeline

18 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
0.9.1Latest
2026-04-17 · current release · diff ↗
0.9.0
2026-04-14 · diff ↗
0.8.1
2025-05-31 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.8.0
2025-03-25 · diff ↗
0.7.2
2024-09-16 · diff ↗
0.7.1
2024-06-11 · diff ↗
unarchivedReturned to CRAN
2024-06-11
archivedRemoved from CRAN
2024-05-22
issues were not corrected in time Blamed on 'StanHeaders' but persisted after that was updated
0.7.0
2024-05-07 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.6.1
2024-03-06 · diff ↗
unarchivedReturned to CRAN
2024-03-06
archivedRemoved from CRAN
2024-02-08
check problems were not corrected in time
0.6.0
2024-01-24 · diff ↗

Show 13 earlier events

0.5.1
2023-05-24 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.5.0
2022-08-29 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.4.2
2022-03-02 · diff ↗
0.4.1
2022-02-04 · diff ↗
0.4.0
2022-01-18 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.3.0
2021-03-18 · diff ↗
0.2.1
2021-01-09 · diff ↗
0.2.0
2020-12-04 · diff ↗
0.1.3
2020-06-30
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2020-06-30
Total releases: 18 / 6 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.4.0
Bundled data: 89 KB / 18 files
Download size: 3.5 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Meta-Analysis

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("multinma")

The authors publish a CITATION.cff, so they have said how they want this cited. Run citation() and use what it gives you.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for multinma version 0.9.1 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

Report a problem with this page →